Toward more frugal models for functional cerebral networks automatic recognition with resting-state fMRI

L Ismaila, P Rasti, JM Lemée, D Rousseau - arXiv preprint arXiv …, 2023 - arxiv.org
We refer to a machine learning situation where models based on classical convolutional
neural networks have shown good performance. We are investigating different encoding …

Machine Learning Application In Neuroscience For Pre-Surgical Brain Tumor Removal Procedure

LE Ismaila - 2023 - theses.hal.science
Brain tumor resection is a critical medical procedure performed by neurosurgeons.
Functional brain areas need to be identified and preserved during the surgery to maintain …